Just because two things might appear to be related, it doesn't mean they are - but it's the meaningful correlations that are the treasures of statistical analysis.
Austerity measures since 2010 have been sold on a false premise underpinned by research that was flawed by the omission of some data, the use of unusual and highly questionable statistical procedures, and an error in an Excel spreadsheet.